EPN-V2

ACIT4510 Statistical Learning Emneplan

Engelsk emnenavn
Statistical Learning
Studieprogram
Master's Programme in Applied Computer and Information Technology
Omfang
10.0 stp.
Studieår
2025/2026
Pensum
HØST 2025
Timeplan
Programplan
Emnehistorikk

Innledning

Written 4-hour exam under supervision.

New/postponed exam:

In the event of a postponed examination in this course, the exam may be held as an oral exam. The results in oral exams cannot be appealed.

Anbefalte forkunnskaper

The participants are expected to know basic concepts in linear algebra, programming and statistics (within the scope and content of e.g. DATA3800 - Introduction to Data Science with Scripting).

Forkunnskapskrav

Lecture notes, textbooks and a calculator that cannot be used to communicate with others.

Læringsutbytte

Graded scale A-F

Arbeids- og undervisningsformer

One internal examiner. External examiner is used periodically.

Arbeidskrav og obligatoriske aktiviteter

The following required coursework must be approved before the student can take the exam:

A project plan document containing a description of the chosen data set, a preliminary research question and suggested tools and method to apply.

Vurdering og eksamen

An individual project report approximately 2500 - 5000 words, excluding appendixes.

The exam can be appealed,

New/postponed exam

In case of failed exam or legal absence, the student may apply for a new or postponed exam. New or postponed exams are offered within a reasonable time span following the regular exam. The student is responsible for registering for a new/postponed exam within the time limits set by OsloMet. The Regulations for new or postponed examinations are available in Regulations relating to studies and examinations at OsloMet.

Hjelpemidler ved eksamen

All aids are permitted, provided the rules for plagiarism and source referencing are complied with.

Vurderingsuttrykk

Grade scale A-F.

Sensorordning

One internal examiner. External examiners are used periodically.

Emneansvarlig

Professor Pedro Lind